← All .science files
pmid:28430799
Diagnostic and prognostic value of long noncoding RNAs as biomarkers in urothelial carcinoma.
Johanna Droop · Tibor Szarvas · Wolfgang A Schulz · Christian Niedworok · Günter Niegisch · Kathrin Scheckenbach · Michèle J Hoffmann
PloS one · 2017 doi:10.1371/journal.pone.0176287
Paper
complete
Experiment
partial
Data
partial
Analysis
partial
Execution
absent
Execution evidence has not yet been added to this .science file. Explore its methods, data and open questions to plan the next step.
Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
paper object · 10 fields
authors array · 7 items
claims array · 2 items
[0] object · 6 fields
[1] object · 6 fields
evidence array · 2 items
[0] object · 3 fields
gaps array · 0 items
experiment object · 8 fields
steps array · 3 items
[0] object · 13 fields
parameters object · 0 fields
inputs array · 1 item
outputs array · 1 item
instruments array · 0 items
reagents array · 0 items
[1] object · 13 fields
parameters object · 0 fields
inputs array · 0 items
outputs array · 1 item
instruments array · 0 items
reagents array · 0 items
[2] object · 13 fields
parameters object · 0 fields
inputs array · 0 items
outputs array · 1 item
instruments array · 0 items
reagents array · 0 items
materials array · 0 items
instruments array · 0 items
reagents array · 0 items
conditions object · 0 fields
gaps array · 1 item
data object · 3 fields
assets array · 4 items
[0] object · 15 fields
structure object · 4 fields
[1] object · 16 fields
structure object · 5 fields
[2] object · 16 fields
structure object · 5 fields
[3] object · 16 fields
structure object · 5 fields
gaps array · 0 items
analysis object · 4 fields
methods array · 3 items
[0] object · 10 fields
dsl_operations array · 1 item
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[1] object · 10 fields
dsl_operations array · 1 item
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[2] object · 10 fields
dsl_operations array · 0 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 0 items
targets array · 0 items
gaps array · 1 item
capability object · 3 fields
requirements array · 1 item
[0] object · 6 fields
assay_families array · 9 items
gaps array · 0 items
readiness object · 8 fields
axes object · 3 fields
method object · 5 fields
required_operations array · 1 item
missing_operations array · 0 items
capability object · 4 fields
data object · 6 fields
accessions array · 0 items
resolved_accessions array · 0 items
statements array · 1 item
can_run object · 3 fields
dsl_operations array · 1 item
assets array · 4 items
steps array · 1 item
must_build object · 5 fields
dsl_operations array · 0 items
converters array · 0 items
readers array · 0 items
capabilities array · 0 items
data_gaps array · 1 item
gaps array · 1 item
review object · 5 fields
machine_critique object · 5 fields
reader object · 5 fields
evidence_check object · 2 fields
usage object · 3 fields
stages array · 1 item
[0] object · 4 fields
gaps array · 3 items
provenance object · 7 fields
entities array · 3 items
activities array · 3 items
[0] object · 4 fields
used array · 3 items
[0] object · 3 fields
[1] object · 3 fields
[2] object · 3 fields
[1] object · 4 fields
agents array · 2 items
lineage object · 4 fields
gaps array · 6 items
assays array · 3 items
[0] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 4 items
[1] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 1 item
[2] object · 11 fields
required_operations array · 1 item
source_hashes object · 1 field
evidence array · 1 item
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:28430799", "kind": "science-record", "revision": 6, "content_hash": "sha256:5aac12b857128d442061f10a547338d423f06754c17f034d7a52f19062922f9c", "created_at": "2026-11-01T15:40:25Z", "updated_at": "2026-11-01T21:20:53Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Diagnostic and prognostic value of long noncoding RNAs as biomarkers in urothelial carcinoma.", "doi": "10.1371/journal.pone.0176287", "pmid": "28430799", "authors": ["Johanna Droop", "Tibor Szarvas", "Wolfgang A Schulz", "Christian Niedworok", "Günter Niegisch", "Kathrin Scheckenbach", "Michèle J Hoffmann"], "journal": "PloS one", "year": 2017, "abstract": "Many long noncoding RNAs (lncRNAs) are deregulated in cancer and contribute to oncogenesis. In urothelial carcinoma (UC), several lncRNAs have been reported to be overexpressed and proposed as biomarkers. As most reports have not been confirmed independently in large tissue sets, we aimed to validate the diagnostic and prognostic value of lncRNA upregulation in independent cohorts of UC patients. Thus, expression of seven lncRNA candidates (GAS5, H19, linc-UBC1, MALAT1, ncRAN, TUG1, UCA1) was measured by RT-qPCR in cell lines and tissues and correlated to clinicopathological parameters including follow-up data (set 1: N n = 10; T n = 106). Additionally, publicly available TCGA data was investigated for differential expression in UC tissues (set 2: N n = 19; T n = 252,) and correlation to overall survival (OS). All proposed candidates tended to be upregulated in tumour tissues, with the exception of MALAT1, which was rather diminished in cancer tissues of both data sets. However, strong overexpression was generally limited to individual tumour tissues and statistically significant overexpression was only observed for UCA1, TUG1, ncRAN and linc-UBC1 in tissue set 2, but for no candidate in set 1. Altered expression of individual lncRNAs was associated with overall survival, but not consistently between both patient cohorts. Interestingly, lower expression of TUG1 in a subset of UC patients with muscle-invasive tumours was significantly correlated with worse OS in both cohorts. Further analysis revealed that tumours with low TUG1 expression are characterized by a basal-squamous-like subtype signature accounting for the association with poor outcome. In conclusion, our study demonstrates that overexpression of the candidate lncRNAs is found in many UC cases, but does not occur consistently and strongly enough to provide reliable diagnostic or prognostic value as an individual biomarker. Subtype-dependent expression patterns of lncRNAs like TUG1 could become useful to stratify patients by molecular subtype, thus aiding personalized treatments.", "claims": [{"id": "claim-method", "statement": "Mann–Whitney U test was performed for paired group comparisons.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:28430799", "locator": "sections[8] \"Statistical methods\" paragraph 2", "quote": "Mann–Whitney U test was performed for paired group comparisons."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Expression data provided for lncRNAs by the TANRIC database is based on the TCGA bladder urothelial carcinoma (BLCA) dataset (set 2) consisting of 252 tumour tissue samples and 19 benign tissue samples, which were with only few exceptions obtained from muscle-invasive tumours (one pT1, 72 pT2, 118 pT3, 38 pT4, 23 without information about staging). The TANRIC database provides easy access to publicly available RNA-Seq data for various tumour entities, especially for lncRNA expression.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:28430799", "locator": "sections[3] \"Patients and tissues\" paragraph 4", "quote": "Expression data provided for lncRNAs by the TANRIC database is based on the TCGA bladder urothelial carcinoma (BLCA) dataset (set 2) consisting of 252 tumour tissue samples and 19 benign tissue samples, which were with only few exceptions obtained from muscle-invasive tumours (one pT1, 72 pT2, 118 pT3, 38 pT4, 23 without information about staging)."}, {"asset": "source:pmid:28430799", "locator": "sections[7] \"Use of the TANRIC and cBioPortal database analysis tools\" paragraph 2", "quote": "The TANRIC database provides easy access to publicly available RNA-Seq data for various tumour entities, especially for lncRNA expression."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "partial", "objective": null, "steps": [{"id": "read_published_estimate", "order": 1, "name": "Read the published estimate from the source", "kind": "other", "state": "complete", "blocked_on": null, "description": "The claim, method and evidence span published with the source article.", "duration_hours": null, "parameters": {}, "inputs": ["source:pmid:28430799"], "outputs": ["the published estimate and its evidence"], "instruments": [], "reagents": []}, {"id": "obtain_source_data", "order": 2, "name": "Obtain the source data from the named repository", "kind": "data-preparation", "state": "blocked", "blocked_on": "data:accession_absent", "description": "The GEO series accession resolves and its sample accessions are listed. This lane did not download the dataset or read its licence.", "duration_hours": null, "parameters": {}, "inputs": [], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "complete", "blocked_on": null, "description": "Apply the paper's statistical method to the resolved series and compare the result with the published target.", "duration_hours": null, "parameters": {}, "inputs": [], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": ["step:obtain_source_data blocked on data:accession_absent"]}, "data": {"state": "partial", "assets": [{"id": "source:pmid:28430799", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1371/journal.pone.0176287", "sha256": "sha256:a9fed1c90b2fc409e7c86f948d02ceb8e16e79b09c4f00d7403a411b8848a1a7", "bytes": 47490, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1371/journal.pone.0176287", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC5400278", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "asset:table:pmid:28430799:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:bb8905812f4b2c6e7f4a43301acb7c2894dc28334f6a0316b1dd4db12e3cb1fc", "bytes": 221, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[10]/table-wrap[1]#pone.0176287.t001", "version": null, "note": "Clinical and histopathological parameters of tissue set 1.", "structure": {"pmcid": "PMC5400278", "section_index": 10, "section_title": "Expression changes of candidate lncRNAs in UC and their correlation with clinicopathological parameters", "row_count": 0, "column_count": 0}, "table": {"label": "Table 1", "caption": "Clinical and histopathological parameters of tissue set 1.", "rows": [], "row_count": 0, "column_count": 0, "numeric_cells": 0, "header_rows": 0, "locator": "section[10]/table-wrap[1]#pone.0176287.t001"}}, {"id": "asset:table:pmid:28430799:2", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:d31891a612d8c737531813a6124734e8721ea77e0563687119917e601acf8f21", "bytes": 238, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[10]/table-wrap[2]#pone.0176287.t002", "version": null, "note": "Univariate analyses of the impact of lncRNA expression on patient survival.", "structure": {"pmcid": "PMC5400278", "section_index": 10, "section_title": "Expression changes of candidate lncRNAs in UC and their correlation with clinicopathological parameters", "row_count": 0, "column_count": 0}, "table": {"label": "Table 2", "caption": "Univariate analyses of the impact of lncRNA expression on patient survival.", "rows": [], "row_count": 0, "column_count": 0, "numeric_cells": 0, "header_rows": 0, "locator": "section[10]/table-wrap[2]#pone.0176287.t002"}}, {"id": "asset:table:pmid:28430799:3", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:c0b40abab9aafcace706dd3a9645462eb1df442cb8b3c8fb81902ca142c7769d", "bytes": 240, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[10]/table-wrap[3]#pone.0176287.t003", "version": null, "note": "Multivariate analyses of the impact of lncRNA expression on patient survival.", "structure": {"pmcid": "PMC5400278", "section_index": 10, "section_title": "Expression changes of candidate lncRNAs in UC and their correlation with clinicopathological parameters", "row_count": 0, "column_count": 0}, "table": {"label": "Table 3", "caption": "Multivariate analyses of the impact of lncRNA expression on patient survival.", "rows": [], "row_count": 0, "column_count": 0, "numeric_cells": 0, "header_rows": 0, "locator": "section[10]/table-wrap[3]#pone.0176287.t003"}}], "gaps": []}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "survival_analysis", "specific": "cox_proportional_hazards", "label": "Survival analysis", "dsl_operations": ["cox_ph"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["time_to_event_with_censoring"], "evidence": {"score": 0.8, "band": "high", "quote": "Cox regression"}}, {"id": "method-2", "family": "survival_analysis", "specific": "log_rank_test", "label": "Survival analysis", "dsl_operations": ["logrank_test"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["time_to_event_with_censoring"], "evidence": {"score": 0.8, "band": "high", "quote": "log-rank"}}, {"id": "method-3", "family": null, "specific": null, "label": "Mann–Whitney U test", "dsl_operations": [], "missing_operations": [], "expressible": null, "parameters": {}, "data_shapes": [], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Mann–Whitney U test was performed for paired group comparisons."}}], "targets": [], "gaps": ["method.reader_named_unmapped"]}, "capability": {"state": "complete", "requirements": [{"capability_id": "capability:computational_analysis", "label": "Computational analysis platform", "assay_families": ["meta_analysis", "machine_learning", "survival_analysis", "statistical_regression", "pca", "molecular_docking", "network_analysis", "differential_expression", "gwas"], "availability_state": "owned", "tier_unlocked": "R1", "candidate": "Automated Assays Laravel application and simulated adapters"}], "gaps": []}, "readiness": {"state": "blocked", "tier": "R4", "blocking_axis": "data", "blocked_on": "data:accession_absent", "axes": {"method": {"tier": "R1", "expressible": true, "required_operations": ["cox_ph"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: cox_proportional_hazards."}, "capability": {"tier": "R1", "capability_id": "capability:computational_analysis", "availability_state": "owned", "basis": "The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here."}, "data": {"tier": "R4", "reachable": false, "accessions": [], "resolved_accessions": [], "statements": ["Expression data provided for lncRNAs by the TANRIC database is based on the TCGA bladder urothelial carcinoma (BLCA) dataset (set 2) consisting of 252 tumour tissue samples and 19 benign tissue samples, which were with only few exceptions obtained from muscle-invasive tumours (one pT1, 72 pT2, 118 pT3, 38 pT4, 23 without information about staging). The TANRIC database provides easy access to publicly available RNA-Seq data for various tumour entities, especially for lncRNA expression."], "basis": "The paper names no accession to its source data, so the data has to come from the authors."}}, "can_run": {"dsl_operations": ["cox_ph"], "assets": ["source:pmid:28430799", "asset:table:pmid:28430799:1", "asset:table:pmid:28430799:2", "asset:table:pmid:28430799:3"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:None"]}, "gaps": ["data:accession_absent"]}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:09:25Z", "independence": "same_provider"}, "evidence_check": {"method": "verbatim", "availability": null}, "calls": 3, "usage": {"prompt_tokens": 32959, "completion_tokens": 2086, "cached_tokens": 656}}, "human_critique": null, "stages": [{"id": "extraction", "state": "complete", "reader": "MiniMax-M3.1-Flash", "provider": "minimax"}], "gaps": ["review.independent_reader", "review.machine_critique", "review.human_critique"]}, "execution": {"state": "absent", "status": "not_run", "mode": null, "runs": [], "gaps": ["execution.not_run"]}, "provenance": {"entities": [{"id": "pmid:28430799", "type": "paper", "label": "pmid:28430799"}, {"id": "source:pmid:28430799", "type": "manuscript", "label": "PMID 28430799 full text"}, {"id": "data:geo:None", "type": "dataset", "label": "GEO None"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:28430799", "type": "paper", "label": "pmid:28430799"}, {"id": "source:pmid:28430799", "type": "manuscript", "label": "PMID 28430799 full text"}, {"id": "data:geo:None", "type": "dataset", "label": "GEO None"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-28430799", "type": "extraction", "used": ["source:pmid:28430799"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-None", "type": "accession_resolution", "used": ["data:geo:None"], "agent": "agent:corpus-assay-engine"}], "agents": [{"id": "agent:corpus-assay-engine", "type": "software", "label": "Corpus assay engine"}, {"id": "agent:minimax-reader", "type": "software", "label": "MiniMax literature reader"}], "source_run_id": "reading-sci-2026-11-01", "dsl_catalogue_fingerprint": "343fb30756ba6ec3", "capability_table_fingerprint": "2cb3e42f047d2ecf", "snapshot_id": "ba34b49490d9bfaf"}, "lineage": {"parent_id": "pmid:28430799", "parent_hash": "sha256:67f285d424623c78dd4e6f6f97f9dcae0737518305d718fadb37710eafa37e64", "fork_of": null, "generation": 5}, "gaps": ["execution.not_run", "method.reader_named_unmapped", "review.human_critique", "review.independent_reader", "review.machine_critique", "step:obtain_source_data blocked on data:accession_absent"], "assays": [{"role": "data_generation", "definition_id": "qpcr", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": [", MALAT1, ncRAN, TUG1, UCA1) was measured by RT-qPCR in cell lines and tissues and correlated to", "ALAT1, ncRAN, TUG1, UCA1) was measured by RT-qPCR in cell lines and tissues and correlated to", "for quantitative real time RT-PCR analysis (RT-qPCR) consisted of 106 tumour tissues and 10 beni", "r quantitative real time RT-PCR analysis (RT-qPCR) consisted of 106 tumour tissues and 10 beni"], "order_basis": "paper_text_order:559", "id": "assay:1"}, {"role": "data_generation", "definition_id": "rna_seq", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.93, "evidence": ["413 tumors in total; 408 tumor samples with RNA Sequencing mRNA expression (3 pTa, 121 pT2, 195 pT3 and"], "order_basis": "paper_text_order:3900", "id": "assay:2"}, {"role": "analysis", "definition_id": "survival_analysis", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["cox_ph"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 0.8, "evidence": ["Cox regression"], "order_basis": "consumes_earlier_output", "id": "assay:3"}]}